Data Assimilation : The Ensemble Kalman Filter /
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| Format: | eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2009.
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| Edition: | 2nd ed. 2009. |
| Subjects: |
Table of Contents:
- Statistical definitions
- Analysis scheme
- Sequential data assimilation
- Variational inverse problems
- Nonlinear variational inverse problems
- Probabilistic formulation
- Generalized Inverse
- Ensemble methods
- Statistical optimization
- Sampling strategies for the EnKF
- Model errors
- Square Root Analysis schemes
- Rank issues
- Spurious correlations, localization, and inflation
- An ocean prediction system
- Estimation in an oil reservoir simulator.